As President Barack Obama pushed for a new federal health law in 2009, he made a simple pledge: If you like your insurance plan, you can keep your plan. But behind the scenes, White House officials discussed whether that was a promise they could keep.

When the question arose, Mr. Obama's advisers decided that the assertion was fair, interviews with more than a dozen people involved in crafting and explaining the president's...